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RL in Large Discrete Action Spaces - Wolpertinger Agent (#394)

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* Currently this is specific to the case of discretizing a continuous action space. Can easily be adapted to other case by feeding the kNN otherwise, and removing the usage of a discretizing output action filter
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Gal Leibovich
2019-09-08 12:53:49 +03:00
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parent fc50398544
commit 138ced23ba
46 changed files with 1193 additions and 51 deletions
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@@ -202,6 +202,7 @@
<li><a href="rl_coach/agents/soft_actor_critic_agent.html">rl_coach.agents.soft_actor_critic_agent</a></li>
<li><a href="rl_coach/agents/td3_agent.html">rl_coach.agents.td3_agent</a></li>
<li><a href="rl_coach/agents/value_optimization_agent.html">rl_coach.agents.value_optimization_agent</a></li>
<li><a href="rl_coach/agents/wolpertinger_agent.html">rl_coach.agents.wolpertinger_agent</a></li>
<li><a href="rl_coach/architectures/architecture.html">rl_coach.architectures.architecture</a></li>
<li><a href="rl_coach/architectures/network_wrapper.html">rl_coach.architectures.network_wrapper</a></li>
<li><a href="rl_coach/base_parameters.html">rl_coach.base_parameters</a></li>